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Artificial Intelligence and Machine Learning trends in 2020 
Short overview of the fields where AI and ML is growing fast.
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Short overview of the fields where AI and ML is growing fast.
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Robotics
Traditional robotics algorithms like localization, mapping, path planning and vehicle/robot control are being successfully replaced by AI versions.
Reinforcement learning is also a big topic here!
Traditional robotics algorithms like localization, mapping, path planning and vehicle/robot control are being successfully replaced by AI versions.
Reinforcement learning is also a big topic here!
Computer Vision 
Computer vision grew massively in the last years after great improvements in deep learning. This is one of the fields that benefited most from CNNs.
While computer vision problems start getting commoditized now, there are still many interesting challengec.
Computer vision grew massively in the last years after great improvements in deep learning. This is one of the fields that benefited most from CNNs.
While computer vision problems start getting commoditized now, there are still many interesting challengec.
Natural Language Processing 
NLP is another field where deep learning is particularly well suited and achieved great results in 2020.
The hot topics there now are Transformers, with one notable example being GPT-3.
https://en.wikipedia.org/wiki/GPT-3
NLP is another field where deep learning is particularly well suited and achieved great results in 2020.
The hot topics there now are Transformers, with one notable example being GPT-3.
https://en.wikipedia.org/wiki/GPT-3
Biotech 
One other field that machine learning is now entering and is expected to grow a lot in the next years is biotech.
Remember the news around AlphaFold? This is just the beginning.
One other field that machine learning is now entering and is expected to grow a lot in the next years is biotech.
Remember the news around AlphaFold? This is just the beginning.
Further reading 
You can fined some more information on the recent trends in AI and ML here:
State of AI report by @soundboy and @nathanbenaich: https://www.stateof.ai/
The Batch Newsletter year review by @AndrewYNg: https://blog.deeplearning.ai/blog/the-batch-biggest-ai-stories-of-2020-covid-triage-fun-with-gans-disinfo-whack-a-mole-gpt-superstar-imagenet-recall-fda-approvals
You can fined some more information on the recent trends in AI and ML here:
State of AI report by @soundboy and @nathanbenaich: https://www.stateof.ai/ The Batch Newsletter year review by @AndrewYNg: https://blog.deeplearning.ai/blog/the-batch-biggest-ai-stories-of-2020-covid-triage-fun-with-gans-disinfo-whack-a-mole-gpt-superstar-imagenet-recall-fda-approvals
